28/11/2017

Data Science Project Workflow

Data Visualization tools

Gapminder Dataset

country continent year lifeExp pop gdpPercap
Canada Americas 1952 68.75 14785584 11367.16
Canada Americas 1957 69.96 17010154 12489.95
Canada Americas 1962 71.30 18985849 13462.49
Canada Americas 1967 72.13 20819767 16076.59
Canada Americas 1972 72.88 22284500 18970.57
Canada Americas 1977 74.21 23796400 22090.88
Canada Americas 1982 75.76 25201900 22898.79
Canada Americas 1987 76.86 26549700 26626.52

Number of records in gapminder dataset = 1704

GDP Per Capita in 1987 - Boxplot

GDP Per Capita in 1987 - Boxplot + Jitter Plot

World GDP Per Capita in 1952

World GDP Per Capita in 2007

Polar Plot of The World Map

Americas GDP Per Capita in 1952 & 2007

Contributions to Continent GDP in 2007 - Stacked Bar Plot

Life Expectency in 1987 - Violin Plot

Life Expectency in 1987 - Violin Plot + Jitter Plot

World Life Expectency in 1952

World Life Expectency in 2007

Increase in Life Expectance in Americas - Bar Plot

Increase in Life Expectance in Americas - Polar Plot

Life Expectency Trend in Continents

Life Expectency for Selected Countries

Income Per Person Vs Life Expectency in 2007

Income Per Person Vs Life Expectency across years

Unique case of Kuwait - GDP Per Capita

Life Expectency of Kuwait

Spatial Data - ggmap

Directed Graphs - igraph

Network Graphs - ggnetowrk

Network Graphs - ggnet2

References